A systematic review on fundus image-based diabetic retinopathy detection and grading: Current status and future directions

A Ikram, A Imran, J Li, A Alzubaidi, S Fahim… - IEEE …, 2024 - ieeexplore.ieee.org
Diabetic Retinopathy (DR) is a prevalent outcome of diabetic mellitus. This causes lesions to
form on the retina, impairing eyesight. Most likely, blindness can be avoided if the DR …

A novel computer-aided diagnostic system for early detection of diabetic retinopathy using 3D-OCT higher-order spatial appearance model

M Elsharkawy, A Sharafeldeen, A Soliman, F Khalifa… - Diagnostics, 2022 - mdpi.com
Early diagnosis of diabetic retinopathy (DR) is of critical importance to suppress severe
damage to the retina and/or vision loss. In this study, an optical coherence tomography …

Detection of diabetic retinopathy using extracted 3D features from OCT images

M Elgafi, A Sharafeldeen, A Elnakib, A Elgarayhi… - Sensors, 2022 - mdpi.com
Diabetic retinopathy (DR) is a major health problem that can lead to vision loss if not treated
early. In this study, a three-step system for DR detection utilizing optical coherence …

Precise higher-order reflectivity and morphology models for early diagnosis of diabetic retinopathy using OCT images

A Sharafeldeen, M Elsharkawy, F Khalifa, A Soliman… - Scientific Reports, 2021 - nature.com
This study proposes a novel computer assisted diagnostic (CAD) system for early diagnosis
of diabetic retinopathy (DR) using optical coherence tomography (OCT) B-scans. The CAD …

Application of feature extraction for breast cancer using one order statistic, GLCM, GLRLM, and GLDM

DCR Novitasari, A Lubab, A Sawiji… - Advances in Science …, 2019 - repository.uinsa.ac.id
The increasing number of breast cancer in recent years has attracted numerous researchers'
attention. Several techniques of Computer Aided Diagnosis System have been proposed as …

Automatic screening of diabetic retinopathy using fundus images and machine learning algorithms

KK Mujeeb Rahman, M Nasor, A Imran - Diagnostics, 2022 - mdpi.com
Diabetic Retinopathy is a vision impairment caused by blood vessel degeneration in the
retina. It is becoming more widespread as it is linked to diabetes. Diabetic retinopathy can …

Retinal fundus image classification for diabetic retinopathy using SVM predictions

M Hardas, S Mathur, A Bhaskar, M Kalla - Physical and Engineering …, 2022 - Springer
Diabetic Retinopathy (DR) is one of the leading causes of blindness in all age groups.
Inadequate blood supply to the retina, retinal vascular exudation, and intraocular …

Image fundus classification system for diabetic retinopathy stage detection using hybrid CNN-DELM

DCR Novitasari, F Fatmawati, R Hendradi… - Big Data and Cognitive …, 2022 - mdpi.com
Diabetic retinopathy is the leading cause of blindness suffered by working-age adults. The
increase in the population diagnosed with DR can be prevented by screening and early …

[HTML][HTML] Data-driven based four examinations in TCM: a survey

SUI Dong, L ZHANG, Y Fei - Digital Chinese Medicine, 2022 - Elsevier
Traditional Chinese medicine (TCM) diagnosis is a unique disease diagnosis method with
thousands of years of TCM theory and effective experience. Its thinking mode in the process …

Automated diabetic retinopathy screening using deep learning

S Guefrachi, A Echtioui, H Hamam - Multimedia Tools and Applications, 2024 - Springer
The purpose of this research is to propose a new method for identifying diabetic retinopathy
using retinal fundus images. Currently, identifying diabetic retinopathy from computerized …